Period
to 23 February 2020

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 23 February 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
East of England > Cambridgeshire
6 months to
23 Feb 2020
Same period 2019 Same period 2018
Rank 68 58 92
Rank change year-on-year -10 +34 -20
Contract jobs citing Hadoop 6 23 6
As % of all contract IT jobs advertised in Cambridgeshire 0.66% 2.29% 0.47%
As % of the Database & Business Intelligence category 3.70% 10.31% 2.62%
Number of daily rates quoted 2 12 2
Cambridgeshire median daily rate £525 £550 £469
Median daily rate % change year-on-year -4.55% +17.33% -10.71%
10th Percentile £423 £431 £431
90th Percentile £648 £675 £492
East of England median daily rate £513 £550 £488
% change year-on-year -6.82% +12.82% +8.33%
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate - - £37.50

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 162 223 229
As % of all contract IT jobs advertised in Cambridgeshire 17.74% 22.23% 18.03%
Number of daily rates quoted 110 135 119
Cambridgeshire median daily rate £450 £450 £388
Median daily rate % change year-on-year - +16.13% +4.03%
10th Percentile £349 £330 £300
90th Percentile £625 £610 £525
East of England median daily rate £425 £440 £425
% change year-on-year -3.41% +3.53% +9.68%
Number of hourly rates quoted 0 4 1
Cambridgeshire median hourly rate - £20.19 £55.00
Median hourly rate % change year-on-year - -63.30% +105.61%
East of England median hourly rate £20.74 £17.31 £36.27
% change year-on-year +19.78% -52.27% +0.75%

Hadoop
Job Vacancy Trend in Cambridgeshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridgeshire.

Contractor daily rate trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Hadoop in Cambridgeshire over the 6 months to 23 February 2020.

Contractor daily rate histogram for Hadoop in Cambridgeshire

Hadoop
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 6 months to 23 February 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -6 5 £525 -4.55% 3
Hadoop
East of England

For the 6 months to 23 February 2020, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridgeshire region with a requirement for Hadoop.

1 5 (83.33%) Analytics
2 4 (66.67%) NoSQL
2 4 (66.67%) Data Governance
2 4 (66.67%) Business Intelligence
2 4 (66.67%) IT Governance
2 4 (66.67%) Data Lineage
2 4 (66.67%) Data Lake
3 2 (33.33%) SQL
3 2 (33.33%) Python
3 2 (33.33%) Degree
3 2 (33.33%) Apache Spark
4 1 (16.67%) Algorithms
4 1 (16.67%) Reproducible Research
4 1 (16.67%) Numerate Degree
4 1 (16.67%) Data Science
4 1 (16.67%) Problem-Solving
4 1 (16.67%) Project Delivery
4 1 (16.67%) Mathematics
4 1 (16.67%) Physics
4 1 (16.67%) Data Integration
4 1 (16.67%) Git (software)
4 1 (16.67%) Scala
4 1 (16.67%) AWS
4 1 (16.67%) Open Source
4 1 (16.67%) Apache Hive
4 1 (16.67%) PhD
4 1 (16.67%) Data Modelling
4 1 (16.67%) Unix
4 1 (16.67%) Apache
4 1 (16.67%) Agile Software Development

Hadoop
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (33.33%) Apache Spark
2 1 (16.67%) Apache
2 1 (16.67%) Apache Pig
Cloud Services
1 1 (16.67%) Amazon EMR
1 1 (16.67%) AWS
1 1 (16.67%) AWS Data Pipeline
Database & Business Intelligence
1 4 (66.67%) Data Lake
1 4 (66.67%) NoSQL
2 1 (16.67%) Amazon Redshift
2 1 (16.67%) Apache Hive
2 1 (16.67%) Big Data
2 1 (16.67%) Sqoop
Development Applications
1 1 (16.67%) Git (software)
Job Titles
1 3 (50.00%) Consultant
1 3 (50.00%) Data Consultant
2 1 (16.67%) Data Engineer
2 1 (16.67%) Data Scientist
2 1 (16.67%) Hadoop Engineer
Miscellaneous
1 1 (16.67%) Algorithms
1 1 (16.67%) Analytical Skills
Operating Systems
1 1 (16.67%) Unix
Processes & Methodologies
1 5 (83.33%) Analytics
2 4 (66.67%) Business Intelligence
2 4 (66.67%) Data Governance
2 4 (66.67%) Data Lineage
2 4 (66.67%) IT Governance
3 1 (16.67%) Agile Software Development
3 1 (16.67%) Data Analysis
3 1 (16.67%) Data Integration
3 1 (16.67%) Data Modelling
3 1 (16.67%) Data Science
3 1 (16.67%) Machine Learning
3 1 (16.67%) Mathematics
3 1 (16.67%) Open Source
3 1 (16.67%) Performance Tuning
3 1 (16.67%) Physics
3 1 (16.67%) Problem-Solving
3 1 (16.67%) Project Delivery
3 1 (16.67%) Reproducible Research
Programming Languages
1 2 (33.33%) Python
1 2 (33.33%) SQL
2 1 (16.67%) Java
2 1 (16.67%) R
2 1 (16.67%) Scala
2 1 (16.67%) Shell Script
Qualifications
1 2 (33.33%) Degree
2 1 (16.67%) Numerate Degree
2 1 (16.67%) PhD